Deep Reinforcement Learning with Different Rewards for Scheduling in High-Performance Computing Systems.
Md Farhadur RezaBo ZhaoPublished in: MWSCAS (2021)
Keyphrases
- computing systems
- reinforcement learning
- highly parallel
- computer systems
- computing technologies
- scientific computing
- markov decision processes
- scheduling problem
- state space
- graphics processing units
- high performance computing
- multi agent
- parallel machines
- reinforcement learning algorithms
- parallel computing
- learning algorithm
- computing platform
- scheduling algorithm
- autonomic computing
- machine learning
- autonomic computing systems
- reward shaping
- resource allocation
- reward function
- parallel implementation
- optimal policy
- databases